project:

type: book

output-dir: _book

book:

title: "R for Data Science (2e)"

author-meta: "Hadley Wickham, Mine Çetinkaya-Rundel, and Garrett Grolemund"

date-meta: today

description-meta: |

This book will teach you how to do data science with R: You'll learn how to

get your data into R, get it into the most useful structure, transform it,

visualise it, and model it. In this book, you will find a practicum of

skills for data science. Just as a chemist learns how to clean test tubes

and stock a lab, you'll learn how to clean data and draw plots---and many

other things besides. These are the skills that allow data science to

happen, and here you will find the best practices for doing each of these

things with R. You'll learn how to use the grammar of graphics, literate

programming to save time and make your work reproducible. Along the way,

you'll also learn how to manage cognitive resources to facilitate

discoveries when wrangling, visualising, and exploring data.

reader-mode: true

page-footer:

left: |

R for Data Science (2e) was written by Hadley Wickham, Mine

Çetinkaya-Rundel, and Garrett Grolemund.

right: |

This book was built with <a href="https://quarto.org/">Quarto</a>.

cover-image: cover.png

site-url: https://r4ds.hadley.nz/

repo-url: https://github.com/hadley/r4ds/

repo-branch: main

repo-actions: [edit, issue]

chapters:

- index.qmd

- preface-2e.qmd

- intro.qmd

- part: whole-game.qmd

chapters:

- data-visualize.qmd

- workflow-basics.qmd

- data-transform.qmd

- workflow-pipes.qmd

- data-tidy.qmd

- workflow-style.qmd

- data-import.qmd

- workflow-scripts.qmd

- EDA.qmd

- workflow-help.qmd

- part: transform.qmd

chapters:

- tibble.qmd

- logicals.qmd

- numbers.qmd

- strings.qmd

- regexps.qmd

- factors.qmd

- datetimes.qmd

- missing-values.qmd

- joins.qmd

- part: wrangle.qmd

chapters:

- parsing.qmd

- spreadsheets.qmd

- databases.qmd

- rectangling.qmd

- webscraping.qmd

- part: program.qmd

chapters:

- functions.qmd

- vectors.qmd

- iteration.qmd

- prog-strings.qmd

- part: communicate.qmd

chapters:

- rmarkdown.qmd

- communicate-plots.qmd

- rmarkdown-formats.qmd

- rmarkdown-workflow.qmd

format:

html:

theme:

- cosmo

- r4ds.scss

cover-image: cover.png

code-link: true

include-in-header: "plausible.html"

callout-appearance: simple

editor: visual